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Table 7 Performance of combined solutions

From: A novel two-phase cycle algorithm for effective cyber intrusion detection in edge computing

Attack type

BestAccu

BestDR

BestFAR

Combined

Normal

 DR

99.21

97.56

99.28

99.28

 FAR

1.78

1.19

1.89

1.7

DoS

 DR

95.31

96.24

96.71

98.36

 FAR

0.18

0.26

0.24

0.19

Probe

 DR

98.44

98.26

98.3

96.71

 FAR

0.36

0.56

0.19

0.23

U2R

 DR

100

100

80

100

 FAR

0.11

1.42

0.1

0.09

R2L

 DR

82

32

81

86

 FAR

0.03

0.14

0.06

0.03